Download DCS-AMP

Click on the link below to download the most recent version of MATLAB code to try DCS-AMP for yourself.



Installation Instructions


Simply extract the contents of the downloaded DCS-AMP package to a desired destination directory. Add the extracted folders to MATLAB's path (the script add2path.m makes this easy), and you're ready to go.



Citing DCS-AMP


To cite DCS-AMP in your work, please use the following manuscript:
"Dynamic Compressive Sensing of Time-Varying Signals via Approximate Message Passing," J. Ziniel and P. Schniter, IEEE Transactions on Signal Processing, Vol. 61, No. 21, pp. 5270-5284, Nov. 2013. (See also the arxiv version.)

Disclaimer


THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

DCS-AMP: An algorithm for efficient high-dimensional inference in the dynamic compressed sensing (DCS) problem

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